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Pearson correlation coefficient
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Related lectures (32)
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Modeling Bivariate Data: Linear Regression
Explores bivariate data, linear regression modeling, and correlation in scientific investigations and research processes.
Dimensionality Reduction: Curse of Dimensionality
Explores the curse of dimensionality, variable selection methods, coefficient of determination, and limitations of filtering techniques.
Multilinear Regression: Least Square Fit
Explores multilinear regression, variance, correlation, optimization, ANOVA, and design procedures.
Comparison Statistics: Hypothesis Testing and ANOVA
Explores comparison statistics, hypothesis testing, ANOVA, correlation, and linear regression.
Four Functions Theorem
Explores the Four Functions Theorem, covering positive correlation, XY2 inequality, and monotone increasing property.
Parametric Signal Models: Matlab Practice
Covers parametric signal models and practical Matlab applications for Markov chains and AutoRegressive processes.
Portfolio Management: Risk and Return
Explores portfolio rate of return, valuation, risk characterization, and historical performance, emphasizing diversification benefits and mean-variance analysis.
Signal Approximation and Orthogonal Bases
Explores signal approximation, orthogonal bases, Fourier series, correlation, and vector geometry.
Yule Walker Equations: Efficient Implementation and Correlation Analysis
Explores Yule Walker equations for efficient implementation and correlation analysis in signal processing.
Correlation Inequalities
Explores correlation inequalities and their applications in various contexts.
Turbulence in Astrophysics: Reynolds Decomposition
Covers the modeling of fluid instabilities with linear perturbation theory and explores the origin of unpredictability in turbulence through the Navier-Stokes equations.
Covariance of Differenced Measurements
Explores the concept of covariance in differenced measurements and correlation between observations.
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